Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2023 | A hybrid prediction and search approach for flexible and efficient exploration of big data Li, Jie; Sun, Yongjian; Lei, Zhenhuan; Chen, Siming; Andrienko, Gennady; Andrienko, Natalia; Chen, Wei |
Zeitschriftenaufsatz Journal Article |
| 2023 | Explaining deep reinforcement learning decisions in complex multiagent settings: towards enabling automation in air traffic flow management Kravaris, Theocharis; Lentzos, Konstantinos; Santipantakis, Georgios; Vouros, George A.; Andrienko, Gennady; Andrienko, Natalia; Crook, Ian; Garcia, Jose Manuel Cordero; Martinez, Enrique Iglesias |
Zeitschriftenaufsatz Journal Article |
| 2023 | Re-interpreting rules interpretability Adilova, Linara; Kamp, Michael; Andrienko, Gennady; Andrienko, Natalia |
Zeitschriftenaufsatz Journal Article |
| 2023 | The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications Elzen, Stef van den; Andrienko, Gennady; Andrienko, Natalia; Fisher, Brian D.; Martins, Rafael Messias; Peltonen, Jaakko; Telea, Alexandru Cristian; Verleysen, Michel |
Zeitschriftenaufsatz Journal Article |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2022 | A learning-based approach for efficient visualization construction Sun, Y.; Li, J.; Chen, S.; Andrienko, Gennady; Andrienko, Natalia; Zhang, K. |
Zeitschriftenaufsatz Journal Article |
| 2022 | Seeking Patterns of Visual Pattern Discovery for Knowledge Building Andrienko, Natalia; Andrienko, Gennady; Chen, S.; Fisher, B. |
Zeitschriftenaufsatz Journal Article |
| 2022 | Supporting Visual Exploration of Iterative Job Scheduling Andrienko, Gennady; Andrienko, Natalia; Garcia, Jose Manuel Cordero; Hecker, Dirk; Vouros, George A. |
Zeitschriftenaufsatz Journal Article |
| 2022 | Visual Analytics for Human-Centered Machine Learning Andrienko, Natalia; Andrienko, Gennady; Adilova, Linara; Wrobel, Stefan |
Zeitschriftenaufsatz Journal Article |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2021 | (So) Big Data and the transformation of the city Andrienko, Gennady; Andrienko, Natalia; Boldrini, C.; Caldarelli, G.; Cintia, P.; Cresci, S.; Facchini, A.; Giannotti, Fosca; Gionis, A.; Guidotti, R.; Mathioudakis, M.; Muntean, C.I.; Pappalardo, L.; Pedreschi, Dino; Pournaras, E.; Pratesi, Francesca; Tesconi, M.; Trasarti, Roberto |
Zeitschriftenaufsatz Journal Article |
| 2021 | A theoretical model for pattern discovery in visual analytics Andrienko, Natalia; Andrienko, Gennady; Miksch, Silvia; Schumann, Heidrun; Wrobel, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2021 | Automating and utilising equal-distribution data classification Andrienko, Gennady; Andrienko, Natalia; Kureshi, I.; Lee, K.; Smith, I.; Staykova, T. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams Chen, Siming; Andrienko, Natalia; Andrienko, Gennady; Li, Jie; Yuan, X. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Constructing Spaces and Times for Tactical Analysis in Football Andrienko, Gennady; Andrienko, Natalia; Anzer, Gabriel; Bauer, Pascal; Budziak, Guido; Fuchs, Georg; Hecker, Dirk; Weber, Hendrik; Wrobel, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2021 | Correction to: Human migration: The big data perspective Sîrbu, A.; Andrienko, Gennady; Andrienko, Natalia; Boldrini, C.; Conti, Marco; Giannotti, Fosca; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C.I.; Pappalardo, L.; Passarella, Andrea; Pedreschi, Dino; Pollacci, L.; Pratesi, Francesca; Sharma, R. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Give more data, awareness and control to individual citizens, and they will help COVID-19 containment Nanni, M.; Andrienko, Gennady; Barabási, A.-L.; Boldrini, C.; Bonchi, F.; Cattuto, C.; Chiaromonte, Francesca; Comandé, Giovanni; Conti, Marco; Coté, M.; Dignum, F.; Dignum, V.; Domingo-Ferrer, J.; Ferragina, Paolo; Giannotti, Fosca; Guidotti, R.; Helbing, Dirk; Kaski, Kimmo; Kertesz, J.; Lehmann, Sune; Lepri, B.; Lukowicz, Paul; Matwin, S.; Jiménez, D.M.; Monreale, Anna; Morik, Katharina; Oliver, Nuria; Passarella, Andrea; Passerini, Andrea; Pedreschi, Dino; Pentland, Alex; Pianesi, Fabio; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Siebes, Arno; Torra, Vicenç; Trasarti, Roberto; Hoven, Jeroen van den; Vespignani, Alessandro |
Zeitschriftenaufsatz Journal Article |
| 2021 | Human migration: The big data perspective Sîrbu, A.; Andrienko, Gennady; Andrienko, Natalia; Boldrini, C.; Conti, Marco; Giannotti, Fosca; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C.I.; Pappalardo, L.; Passarella, Andrea; Pedreschi, Dino; Pollacci, L.; Pratesi, Francesca; Sharma, R. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Toward flexible visual analytics augmented through smooth display transitions Tominski, Christian; Andrienko, Gennady; Andrienko, Natalia; Bleisch, S.; Fabrikant, S.I.; Mayr, E.; Miksch, Silvia; Pohl, M.; Skupin, A. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Visual Analytics for Characterizing Mobility Aspects of Urban Context Andrienko, Gennady; Andrienko, Natalia; Patterson, Fabian; Chen, Siming; Weibel, Robert; Huang, H.; Doulkeridis, C.; Georgiou, H.; Pelekis, N.; Theodoridis, Y.; Nanni, M.; Longhi, L.; Koumparos, A.; Yasar, A.; Kureshi, I. |
Aufsatz in Buch Book Article |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2020 | Big Data Analytics for Time-Critical Mobility Forecasting | Sammelband Anthology |
| 2020 | Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications Andrienko, Gennady; Andrienko, Natalia; Drucker, Steven; Fekete, Jean-Daniel; Fisher, Danyel; Idreos, Stavros; Kraska, Tim; Li, Guoliang; Ma, Kwan-Liu; Mackinlay, Jock D.; Oulasvirta, Antti; Schreck, Tobias; Schmann, Heidrun; Stonebraker, Michael; Auber, David; Bikakis, Nikos; Chrysanthis, Panos K.; Papastefanatos, George; Sharaf, Mohamed |
Konferenzbeitrag Conference Paper |
| 2020 | Citywide Traffic Analysis Based on the Combination of Visual and Analytic Approaches Liu, F.; Andrienko, Gennady; Andrienko, Natalia; Chen, Siming; Janssens, D.; Wets, G.; Theodoridis, Y. |
Zeitschriftenaufsatz Journal Article |
| 2020 | Give more data, awareness and control to individual citizens, and they will help COVID-19 containment Nanni, Mirco; Andrienko, Gennady; Barabási, Albert-László; Boldrini, Chiara; Bonchi, Francesco; Cattuto, Ciro; Chiaromonte, Francesca; Comandé, Giovanni; Conti, Marco; Coté, Mark; Dignum, Frank; Dignum, Virginia; Domingo-Ferrer, Josep; Ferragina, Paolo; Giannotti, Fosca; Guidotti, Riccardo; Helbing, Dirk; Kaski, Kimmo; Kertész, János; Lehmann, Sune; Lepri, Bruno; Lukowicz, Paul; Matwin, Stan; Megías, David; Monreale, Anna; Morik, Katharina; Oliver, Nuria; Passarella, Andrea; Passerini, Andrea; Pedreschi, Dino; Pentland, Alex; Pianesi, Fabio; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Siebes, Arno; Torra, Vicenç; Trasarti, Roberto; Hoven, Jeroen van den; Vespignani, Alessandro |
Zeitschriftenaufsatz Journal Article |
| 2020 | Give more data, awareness and control to individual citizens, and they will help COVID-19 containment Nanni, Mirco; Andrienko, Gennady; Barabási, Albert-László; et al. |
Paper |
| 2020 | Guide Me in Analysis: A Framework for Guidance Designers Ceneda, D.; Andrienko, Natalia; Andrienko, Gennady; Gschwandtner, T.; Miksch, Silvia; Piccolotto, N.; Schreck, Tobias; Streit, M.; Suschnigg, J.; Tominski, Christian |
Zeitschriftenaufsatz Journal Article |
| 2020 | LDA Ensembles for Interactive Exploration and Categorization of Behaviors Chen, Siming; Andrienko, Natalia; Andrienko, Gennady; Adilova, Linara; Barlet, Jeremie; Kindermann, Jörg; Nguyen, Phong H.; Thonnard, Oliver; Turkay, Cagatay |
Zeitschriftenaufsatz Journal Article |
| 2020 | Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time Li, Jie; Chen, Siming; Chen, Wei; Andrienko, Gennady; Andrienko, Natalia |
Zeitschriftenaufsatz Journal Article |
| 2020 | Spatio-temporal visual analytics: a vision for 2020s Andrienko, Natalia; Andrienko, Gennady |
Zeitschriftenaufsatz Journal Article |
| 2020 | Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling Chen, Siming; Li, Jie; Andrienko, Gennady; Andrienko, Natalia; Wang, Y.; Nguyen, Phong H.; Turkay, Cagatay |
Zeitschriftenaufsatz Journal Article |
| 2020 | Towards the creation of a threat intelligence framework for maritime infrastructures Pitropakis, N.; Logothetis, M.; Andrienko, Gennady; Stefanatos, J.; Karapistoli, E.; Lambrinoudakis, C. |
Konferenzbeitrag Conference Paper |
| 2020 | VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics Nguyen, Phong H.; Henkin, R.; Chen, Siming; Andrienko, Natalia; Andrienko, Gennady; Thonnard, Oliver; Turkay, Cagatay |
Zeitschriftenaufsatz Journal Article |
| 2020 | Visual Analysis of Place Connectedness by Public Transport Andrienko, Natalia; Andrienko, Gennady; Patterson, Fabian; Stange, Hendrik |
Zeitschriftenaufsatz Journal Article |
| 2020 | Visual Analytics for Data Scientists Andrienko, Natalia; Andrienko, Gennady; Fuchs, Georg; Slingsby, Aidan; Turkay, Cagatay; Wrobel, Stefan |
Buch Book |
| 2020 | Visual Analytics in the Aviation and Maritime Domains Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg; Rüping, Stefan; Cordero Garcia, Jose Manuel; Scarlatti, David; Vouros, George A.; Herranz, Ricardo; Marcos, Rodrigo |
Aufsatz in Buch Book Article |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2019 | A conceptual framework for studying collective reactions to events in location-based social media Dunkel, A.; Andrienko, Gennady; Andrienko, Natalia; Burghardt, D.; Hauthal, E.; Purves, R. |
Zeitschriftenaufsatz Journal Article |
| 2019 | Analysis of flight variability: A systematic approach Andrienko, Natalia; Andrienko, Gennady; Garcia, J.M.C.; Scarlatti, David |
Zeitschriftenaufsatz Journal Article |
| 2019 | Applications of trajectory data from the perspective of a road transportation agency: Literature review and Maryland case study Markovic, N.; Sekula, P.; Vander Laan, Z.; Andrienko, Gennady; Andrienko, Natalia |
Zeitschriftenaufsatz Journal Article |
| 2019 | COPE: Interactive exploration of co-occurrence patterns in spatial time series Li, Jie; Chen, Siming; Zhang, K.; Andrienko, Gennady; Andrienko, Natalia |
Zeitschriftenaufsatz Journal Article |
| 2019 | The datAcron Ontology for the Specification of Semantic Trajectories. Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics Vouros, George A.; Santipantakis, Georgios M.; Doulkeridis, Christos; Vlachou, Akrivi; Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg; Cordero Garcia, Jose Manuel; Garcia Martinez, Miguel |
Zeitschriftenaufsatz Journal Article |
| 2019 | Understanding User Behaviour through Action Sequences: From the Usual to the Unusual Nguyen, Phong H.; Turkay, Cagatay; Andrienko, Gennady; Andrienko, Natalia; Thonnard, Oliver; Zouaoui, J. |
Zeitschriftenaufsatz Journal Article |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2018 | Big data analytics for time critical maritime and aerial mobility forecasting Vouros, G.A.; Doulkeridis, C.; Santipantakis, G.; Vlachou, A.; Pelekis, N.; Georgiou, H.; Theodoridis, Y.; Patroumpas, K.; Alevizos, Elias; Artikis, A.; Fuchs, Georg; Mock, Michael; Andrienko, Gennady; Andrienko, Natalia; Ray, C.; Claramunt, C.; Camossi, E.; Jousselme, A.-L.; Scarlatti, D.; Cordero, J.M. |
Konferenzbeitrag Conference Paper |
| 2018 | Bring It to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis Stein, M.; Janetzko, H.; Lamprecht, A.; Breitkreutz, T.; Zimmermann, P.; Goldlücke, B.; Schreck, Tobias; Andrienko, Gennady; Grossniklaus, M.; Keim, Daniel A. |
Zeitschriftenaufsatz Journal Article |
| 2018 | Clustering trajectories by relevant parts for air traffic analysis Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg; Garcia, Jose |
Zeitschriftenaufsatz Journal Article |
| 2018 | Creating maps of artificial spaces to explore trajectories Andrienko, Gennady; Andrienko, Natalia |
Konferenzbeitrag Conference Paper |
| 2018 | Data abstraction for visualizing large time series Shurkhovetskyy, G.; Andrienko, Natalia; Andrienko, Gennady; Fuchs, Georg |
Zeitschriftenaufsatz Journal Article |
| 2018 | Exploring pressure in football Andrienko, Gennady; Andrienko, Natalia; Budziak, G.; Landesberger, Tatiana von; Weber, H. |
Konferenzbeitrag Conference Paper |
| 2018 | Guidance in the human-machine analytics process Collins, C.; Andrienko, Natalia; Schreck, Tobias; Yang, J.; Choo, J.; Engelke, U.; Jena, A.; Dwyer, T. |
Zeitschriftenaufsatz Journal Article |
| 2018 | Increasing maritime situation awareness via trajectory detection, enrichment and recognition of events Vouros, G.A.; Vlachou, A.; Santipantakis, G.; Doulkeridis, C.; Pelekis, N.; Georgiou, H.; Theodoridis, Y.; Patroumpas, K.; Alevizos, Elias; Artikis, A.; Fuchs, Georg; Mock, Michael; Andrienko, Gennady; Andrienko, Natalia; Claramunt, C.; Ray, C.; Camossi, E.; Jousselme, A.-L. |
Konferenzbeitrag Conference Paper |
| 2018 | Steering data quality with visual analytics: The complexity challenge Liu, S.; Andrienko, Gennady; Wu, Y.; Cao, N.; Jiang, L.; Shi, C.; Wang, Y.-S.; Hong, S. |
Zeitschriftenaufsatz Journal Article |
| 2018 | Time-aware sub-trajectory clustering in HERMES@PostgreSQL Tampakis, P.; Pelekis, N.; Theodoridis, Y.; Andrienko, Natalia; Andrienko, Gennady; Fuchs, Georg |
Konferenzbeitrag Conference Paper |
| 2018 | Viewing Visual Analytics as Model Building Andrienko, Natalia; Lammarsch, T.; Andrienko, Gennady; Fuchs, Georg; Keim, Daniel A.; Miksch, Silvia; Rind, A. |
Zeitschriftenaufsatz Journal Article |
| 2018 | Visual analytics of flight trajectories for uncovering decision making strategies Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg; Scarlatti, D.; Cordero Garcia, J.M.; Vouros, G.A.; Herranz, R.; Marcos, R. |
Konferenzbeitrag Conference Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica